CONSTRUCTIVE INDUCTION APPROACH TO MACHINE LEARNING BASED ON FUNCTIONAL DECOMPOSITION OF RELATIONS

Funding

This is a joint effort with Professor Malgorzata Marek-Sadowska from University of California Santa-Barbara, Professor Lech Jozwiak from Technical University of Eindhoven, the Netherlands, and Professor Tadeusz Luba from Warsaw University of Technology, Poland.

Ashenhurst/Curtis Decomposition has been extended to Multi-Valued Functions and Relations. We are able to decompose large Machine Learning benchmarks such as breastc or different variants of trains .

Papers:

• "Decomposition of MV Relations," Proc. ISMVL '97.
  
• "New Representation of Multi-Valued Functions and Relations", Proc. ISMVL'97.
  Here is COG from MIT. You will see our robot soon. It is called ROBO-MUV, because it learns and reasons in multiple-valued logic

Talks:

Applications:

• Military, Target Recognition.

  Ovulation Prediction,

  Funding Prediction of the Ovulation and Fertile Period.

  Pap Smear,

  Pap Smear Background

  Stock Market.

Medical Information for ML Projects

Information on Ovulation Research and Products

Reconfigurable Computing Commercial Info.